Embodied AI gives models a physical body — arms, wheels, sensors. Follow the race to make LLMs act in the real world.
1456 articles
AWS Japan held a results briefing for its US$6 million Physical AI Development Support Program after six months of development. Participating companies identified data scarcity as a major obstacle and presented approaches for overcoming it.
ITmedia AI+ (日本) · 17d ago
The article compares Unitree’s volatile valuation with Tesla’s 2019 downturn, arguing that embodied AI may be entering an early, highly volatile commercialization phase. It also frames AI growth as an energy and grid-infrastructure cycle, with electricity becoming a core constraint on compute and robotics.
虎嗅 · 17d ago
Tesla officially launched its Cybercab at a private, closed-door event in Austin, Texas. The muted rollout included no livestream and relied heavily on pro-Tesla influencers, underscoring the company’s cautious presentation of its autonomous-vehicle ambitions.
The Verge · 17d ago
Sam Altman said OpenAI will definitely pursue humanoid robot development, signaling potential expansion from software AI into embodied intelligence. The report provides no launch timeline, product specifications, or confirmed robotics partnership.
钛媒体 · 17d ago
The University of Washington will launch a Master of Science in Robotics and a professional certificate this fall. Strong early interest, including more than 30 information-session signups before applications opened, highlights rising demand for engineers spanning AI, software, and hardware.
GeekWire · 17d ago
Chinese robots are increasingly being deployed in Japan, from restaurant delivery and disaster-response power systems to airport baggage handling. The article presents this as a shift in Japan’s robotics landscape, with companies such as Pudu, Unitree, and UBTECH supplying practical commercial hardware.
虎嗅 · 17d ago
The article examines the booming market for recruiting scarce AI researchers and engineers, including a reported 10.5-million-yuan compensation package with a 26% headhunter fee. It argues that AI tools can automate resume search, but top-tier recruiting still depends on domain understanding, relationship-building, candidate persuasion, and successful retention.
虎嗅 · 18d ago
Uber is rolling out its self-driving robotaxi service in London on Thursday. BBC reporter Zoe Kleinman rode in one of the vehicles to experience the service firsthand.
BBC Technology · 18d ago
Humanoid robots face a physical bottleneck involving inference power, control power, battery weight, and heat dissipation. The analysis argues that robot form factors should be matched to environments: factories may favor simpler wheeled or fixed systems, while legs remain valuable in irregular settings.
钛媒体 · 18d ago
它石智航的 AWE3.7 is presented as a general-purpose model capable of handling tasks across factory and household environments. The article highlights its cross-scenario generalization, though the excerpt does not provide benchmark results or architectural details.
量子位 · 18d ago
The article argues that China’s humanoid robotics industry is entering an era described as “public infrastructure.” It frames this shift as a change in how the robotics industry survives, organizes resources, and operates.
钛媒体 · 18d ago
AI-enabled cribs are turning a low-cost furniture category into a premium product priced at roughly 9,000–12,000 yuan. SNOO, Cradlewise, Qinbaobao and major manufacturers are combining sensing, sleep analysis and automated soothing, while safety validation and short product lifecycles remain major challenges.
极客公园 · 19d ago
Shanghai Jiao Tong University researcher Lian Wenzhao argues that laboratory robotics is an important starting point for entering the physical world. The immediate priority is not broad capability, but making 100 concrete tasks reliable.
钛媒体 · 19d ago
US Immigration and Customs Enforcement plans to purchase a fleet of Boston Dynamics robot dogs. The proposed spending is listed at $1 million to $2 million, and ICE says it does not intend to run a competitive procurement.
The Next Web (TNW) · 19d ago
China’s 2026 interim results reveal a sharp split among robotics companies. Geekplus, UBTECH, and Unitree Robotics exceeded RMB 1 billion in revenue, but Unitree was the only profitable company, while humanoid robotics emerged as a key differentiator.
钛媒体 · 20d ago
Chinese startup Direct Drive argues that embodied AI’s first major bottleneck is physical access to the real world, rather than intelligence alone. Its wheel-legged approach combines direct-drive actuators with mobility suited to curbs, slopes, and mixed indoor-outdoor environments.
Pandaily · 20d ago
This installment profiles Xiaonaopai, a prominent company in China’s embodied-intelligence landscape. It presents the company as a highly visible representative of the sector, but the provided excerpt does not describe a specific product release, model update, or performance result.
钛媒体 · 20d ago
Boston Dynamics’ Spot robot may be purchased by U.S. Immigration and Customs Enforcement under a contract worth up to $2 million.
cnBeta (Full RSS) · 20d ago
Qianxing Intelligence is pursuing a different path for embodied AI by placing fighting robots directly in entertainment venues. Rather than focusing solely on factory or warehouse automation, the company is testing embodied intelligence in public-facing experiences.
TechNode · 21d ago
Xiaomi will showcase its CyberOne humanoid robot overseas for the first time at IFA from September 4–8. The event will also feature Xiaomi’s SU7 vehicles and Vision GT as part of its largest overseas ecosystem exhibition.
IT之家 · 21d ago
Dexterous hands are emerging as a critical bottleneck for humanoid robots, requiring precise perception, force control, tactile feedback, and mechanical reliability. Results from the World Humanoid Robot Games show progress in autonomous tasks, but high costs, limited durability, and the trade-off between degrees of freedom and reliability remain unresolved.
虎嗅 · 21d ago
Unitree Technology's stock price was cut roughly in half within eight trading days of its listing. The sharp reversal reflects renewed market scrutiny of humanoid robotics commercialization timelines, technical readiness, and the gap between capability and viable business models.
cnBeta (Full RSS) · 21d ago
Humanoid robots are moving from laboratory demonstrations toward factory trials, but widespread deployment remains constrained by reliability, cycle-time, hardware durability, and data shortages. The article examines the five-step path from validation and training to routine operation, replication, and commercial viability.
cnBeta (Full RSS) · 21d ago
Chinese robot makers are expanding into Japan as the country faces persistent labor shortages. Their deployments are shifting beyond humanoid robots toward practical applications in warehouses and restaurants.
Pandaily · 21d ago
The article argues that robotics progress should be measured by how much generalization each unit of new real-world data produces, not by dataset size alone. It contrasts coverage-first companies such as Physical Intelligence, Figure AI, and Skild AI with transfer-efficiency approaches associated more closely with Field AI and Mujin.
虎嗅 · 22d ago
China’s five-day World Humanoid Robot Games showcased rapid advances in humanoid robotics, including martial arts, sprinting and coordinated team performances. However, frequent crashes, mechanical failures and safety concerns highlighted the technology’s remaining limitations as US competitors close the gap.
The Guardian Technology · 23d ago
Dreame Technology 正從涵蓋 200 多個事業部的激進多元化模式，收縮至智能家庭、戶外庭院、智能出行與具身智能四大核心賽道。調整已造成非核心業務裁員、MOVA 產線停工及部分供應商回款延遲，但公司表示核心清潔家電業務的研發、生產、銷售與售後仍維持穩定。
虎嗅 · 24d ago
Waymo is criticizing camera-only approaches to autonomous driving as Tesla prepares to launch its steering wheel- and pedal-less Cybercabs. In a blog post covering lessons from more than 200 million fully autonomous miles, Waymo executive Srikanth Thirumalai argues that cameras are not sufficient for full autonomy.
The Verge · 24d ago
Xiaopeng plans to deploy a new VLA version in September. The system is designed to remember the previous 30 seconds and predict the next 6 seconds while driving.
Ifanr (爱范儿) · 24d ago
Hypershell will launch Halo, its next-generation lower-limb exoskeleton, at IFA on September 3 after delivering nearly 30,000 units of its first-generation products in 2025. Halo combines four hip and knee motors with an end-to-end control algorithm to improve assistance across complex terrain and a wider range of movements.
极客公园 · 24d ago